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fix(ai): document confidence fields in write_cache tool schema (#54)

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The system prompt already instructs the agent to set confidence/
confidence_reason on every write_cache call, but the tool's data
schema description listed only the legacy fields. Add the confidence
fields and a one-line calibration pointer so the model sees them
when binding the tool, not just in the system prompt.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
Jeff Smith 2026-04-07 14:21:57 -06:00
parent 4a847d20aa
commit c03f4f7c60
1 changed files with 7 additions and 2 deletions
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9
luminos_lib/ai.py
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@ -247,9 +247,14 @@ _DIR_TOOLS = [
"type": "object",
"description": (
"Cache entry. Files: {path, relative_path, size_bytes, "
"category, summary, notable, notable_reason, cached_at}. "
"category, summary, notable, notable_reason, "
"confidence, confidence_reason, cached_at}. "
"Dirs: {path, relative_path, child_count, summary, "
"dominant_category, notable_files, cached_at}."
"dominant_category, notable_files, "
"confidence, confidence_reason, cached_at}. "
"Always set confidence (0.0–1.0); see system prompt "
"for calibration. Set confidence_reason only when "
"confidence < 0.7."
),
},
},